Logistic Biplot by Conjugate Gradient Algorithms and Iterated SVD

Logistic Biplot by Conjugate Gradient Algorithms and Iterated SVD

Multivariate binary data are increasingly frequent in practice. Although some adaptations of principal component analysis are used to reduce dimensionality for this kind of data, none of them provide a simultaneous representation of rows and columns (biplot). Recently, a technique named logistic bip...

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Bibliographic Details
Main Authors: Jose Giovany Babativa-Márquez, José Luis Vicente-Villardón
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Mathematics
Subjects:
binary data
logistic biplot
optimization methods
conjugate gradient algorithm
coordinate descent algorithm
MM algorithm
Online Access:https://www.mdpi.com/2227-7390/9/16/2015

Internet

https://www.mdpi.com/2227-7390/9/16/2015

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